| Particle swarm optimization (PSO). A tutorial F Marini, B Walczak Chemometrics and intelligent laboratory systems 149, 153-165, 2015 | 2109 | 2015 |
| Elective surgery cancellations due to the COVID-19 pandemic: global predictive modelling to inform surgical recovery plans Journal of British Surgery 107 (11), 1440-1449, 2020 | 1707 | 2020 |
| New data preprocessing trends based on ensemble of multiple preprocessing techniques P Mishra, A Biancolillo, JM Roger, F Marini, DN Rutledge TrAC Trends in Analytical Chemistry 132, 116045, 2020 | 529 | 2020 |
| Validation of chemometric models–a tutorial F Westad, F Marini Analytica Chimica Acta 893, 14-24, 2015 | 395 | 2015 |
| Biomarkers for physical frailty and sarcopenia: state of the science and future developments R Calvani, F Marini, M Cesari, M Tosato, SD Anker, S von Haehling, ... Journal of cachexia, sarcopenia and muscle 6 (4), 278-286, 2015 | 280 | 2015 |
| Data-fusion for multiplatform characterization of an Italian craft beer aimed at its authentication A Biancolillo, R Bucci, AL Magrì, AD Magrì, F Marini Analytica chimica acta 820, 23-31, 2014 | 279 | 2014 |
| Chemometric methods for spectroscopy-based pharmaceutical analysis A Biancolillo, F Marini Frontiers in chemistry 6, 576, 2018 | 274 | 2018 |
| Artificial neural networks in foodstuff analyses: Trends and perspectives A review F Marini Analytica Chimica Acta 635 (2), 121-131, 2009 | 252 | 2009 |
| Artificial neural networks in chemometrics: History, examples and perspectives F Marini, R Bucci, AL Magrì, AD Magrì Microchemical journal 88 (2), 178-185, 2008 | 249 | 2008 |
| Verification of authenticity and fraud detection in South African honey using NIR spectroscopy A Guelpa, F Marini, A du Plessis, R Slabbert, M Manley Food Control 73, 1388-1396, 2017 | 235 | 2017 |
| Chemometrics in analytical chemistry—part II: modeling, validation, and applications RG Brereton, J Jansen, J Lopes, F Marini, A Pomerantsev, O Rodionova, ... Analytical and bioanalytical chemistry 410 (26), 6691-6704, 2018 | 213 | 2018 |
| Gut metabolomics profiling of non-small cell lung cancer (NSCLC) patients under immunotherapy treatment A Botticelli, P Vernocchi, F Marini, A Quagliariello, B Cerbelli, S Reddel, ... Journal of translational medicine 18 (1), 49, 2020 | 211 | 2020 |
| Chemometrics in analytical chemistry—part I: history, experimental design and data analysis tools RG Brereton, J Jansen, J Lopes, F Marini, A Pomerantsev, O Rodionova, ... Analytical and Bioanalytical Chemistry 409 (25), 5891-5899, 2017 | 207 | 2017 |
| Gut microbial, inflammatory and metabolic signatures in older people with physical frailty and sarcopenia: results from the BIOSPHERE study A Picca, FR Ponziani, R Calvani, F Marini, A Biancolillo, HJ Coelho-Júnior, ... Nutrients 12 (1), 65, 2019 | 176 | 2019 |
| Chemometric methods for classification and feature selection M Cocchi, A Biancolillo, F Marini Comprehensive analytical chemistry 82, 265-299, 2018 | 176 | 2018 |
| Recent trends in multi-block data analysis in chemometrics for multi-source data integration P Mishra, JM Roger, D Jouan-Rimbaud-Bouveresse, A Biancolillo, ... TrAC Trends in Analytical Chemistry 137, 116206, 2021 | 173 | 2021 |
| Deep learning for near-infrared spectral data modelling: Hypes and benefits P Mishra, D Passos, F Marini, J Xu, JM Amigo, AA Gowen, JJ Jansen, ... TrAC Trends in Analytical Chemistry 157, 116804, 2022 | 172 | 2022 |
| Near infrared (NIR) spectroscopy-based classification for the authentication of Darjeeling black tea P Firmani, S De Luca, R Bucci, F Marini, A Biancolillo Food Control 100, 292-299, 2019 | 172 | 2019 |
| Chemical authentication of extra virgin olive oil varieties by supervised chemometric procedures R Bucci, AD Magrí, AL Magrí, D Marini, F Marini Journal of agricultural and food chemistry 50 (3), 413-418, 2002 | 155 | 2002 |
| Classification of oat and groat kernels using NIR hyperspectral imaging S Serranti, D Cesare, F Marini, G Bonifazi Talanta 103, 276-284, 2013 | 150 | 2013 |
